Assessing the influence of smoking on inflammatory markers in bacillus Calmette Guérin response among bladder cancer patients: a novel machine-learning approach
Our study provides an insight into the influence of smoking on inflammatory markers and BCG response in NMIBC patients. Our machine-learning approach provides clinicians a valuable tool for risk stratification, treatment, and decision-making. Future research in larger prospective cohorts is required for validating these findings.
Authors
- Ciprian Todea-Moga
- Giuseppe Carrieri (ORCID: https://orcid.org/0000-0002-6609-6434)
- Achille Aveta (ORCID: https://orcid.org/0000-0001-8470-1995)
- Roberto Contieri (ORCID: https://orcid.org/0000-0001-7011-0537)
- Ugo Giovanni Falagario (ORCID: https://orcid.org/0000-0002-1152-3005)
- Giuseppe Lucarelli (ORCID: https://orcid.org/0000-0001-7807-1229)
- Marco Borghesi (ORCID: https://orcid.org/0000-0001-6021-6805)
- Francesco Soria (ORCID: https://orcid.org/0000-0001-8443-8453)
- Matteo Ferro (ORCID: https://orcid.org/0000-0002-9250-7858)
- E. Montanari (ORCID: https://orcid.org/0000-0002-3586-666X)
- Octavian Sabin Tătaru (ORCID: https://orcid.org/0000-0001-7057-7815)
- Francesco Lasorsa (ORCID: https://orcid.org/0000-0001-8884-0757)
- Sisto Perdonà (ORCID: https://orcid.org/0000-0001-8683-4644)
- Daniela Terracciano (ORCID: https://orcid.org/0000-0003-4296-429X)
- Giovanni Lughezzani (ORCID: https://orcid.org/0000-0003-3939-4521)
- Paolo Gontero (ORCID: https://orcid.org/0000-0002-9714-6596)
- Francesco Porpiglia (ORCID: https://orcid.org/0000-0001-8567-6795)
- Massimo Lazzeri (ORCID: https://orcid.org/0000-0002-4411-3715)
- Nicolò Maria Buffi (ORCID: https://orcid.org/0000-0003-2436-9091)
- Luigi Schips (ORCID: https://orcid.org/0000-0001-7396-233X)
- Bernardo Rocco (ORCID: https://orcid.org/0000-0002-9135-0035)
- Michele Catellani (ORCID: https://orcid.org/0000-0002-6024-1581)
- Carlo Terrone (ORCID: https://orcid.org/0000-0002-2492-7279)
- Marco TOZZI
- Michele Marchioni (ORCID: https://orcid.org/0000-0002-1702-4127)
- Gennaro Musi (ORCID: https://orcid.org/0000-0003-0833-9183)
- Pasquale Ditonno (ORCID: https://orcid.org/0000-0001-7718-7676)
- Felice Crocetto (ORCID: https://orcid.org/0000-0002-4315-7660)
- Ottavio De Cobelli (ORCID: https://orcid.org/0000-0002-0699-8620)
- Giorgio Ivan Russo (ORCID: https://orcid.org/0000-0003-4687-7353)
- Savino M. Di Stasi (ORCID: https://orcid.org/0000-0001-8426-1571)
- Gian Maria Busetto (ORCID: https://orcid.org/0000-0002-7291-0316)
- Riccardo Autorino (ORCID: https://orcid.org/0000-0001-7045-7725)
- Cristian Fiori (ORCID: https://orcid.org/0000-0002-6345-1322)
- Martina Maggi (ORCID: https://orcid.org/0000-0003-4672-850X)
- Roberto Bianchi (ORCID: https://orcid.org/0000-0001-6622-4742)
- Francesco Alessandro Mistretta (ORCID: https://orcid.org/0000-0001-5647-4780)
- Pierluigi Bove (ORCID: https://orcid.org/0000-0002-4788-2982)
- Maria Chiara Sighinolfi (ORCID: https://orcid.org/0000-0001-7211-0485)
- Alessandro Antonelli (ORCID: https://orcid.org/0000-0002-7455-8803)
- Francesco Cantiello (ORCID: https://orcid.org/0000-0001-9255-4358)
- Giuseppe Fallara (ORCID: https://orcid.org/0000-0001-7872-2650)
- Savio Domenico Pandolfo (ORCID: https://orcid.org/0000-0001-9621-3059)
- Francesco Claps (ORCID: https://orcid.org/0000-0003-2812-5553)
- Rodolfo Hurle (ORCID: https://orcid.org/0000-0001-9978-8587)
- Letizia M. JANELLO
- Alessandro Veccia (ORCID: https://orcid.org/0000-0001-5947-3206)
- Stefano Luzzago (ORCID: https://orcid.org/0000-0002-9373-1413)
- Biagio Barone (ORCID: https://orcid.org/0000-0003-4884-132X)
- Raul Dumitru Gherasim (ORCID: https://orcid.org/0009-0002-4778-380X)
- Andrea Mari (ORCID: https://orcid.org/0000-0001-9070-5706)
- Andrea Minervini
- Francesco Del Giudice (ORCID: https://orcid.org/0000-0003-3865-5988)
- Matteo Manfredi (ORCID: https://orcid.org/0000-0002-0740-605X)
Institutions
- University of Foggia (IT)
- University of Pisa (IT)
- University of Rome Tor Vergata (IT)
- University of Verona (IT)
- Rush University Medical Center (US)
- Humanitas University (IT)
- University of Milan (IT)
- Universitatea de Medicină, Farmacie, Științe și Tehnologie „George Emil Palade” din Târgu Mureș (RO)
- Magna Graecia University (IT)
- University of Catania (IT)
- University of Chieti-Pescara (IT)
- Azienda Ospedaliera Universitaria Integrata Verona (IT)
- Ospedale San Carlo (IT)
- Ospedale Papa Giovanni XXIII (IT)
- Ospedale San Paolo (IT)
- Federico II University Hospital (IT)
- Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale" (IT)
- Ospedale San Luigi Gonzaga (IT)
- Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo
- University of Florence (IT)
- University of Turin (IT)
- University of Bari Aldo Moro (IT)
- University of Naples Federico II (IT)
- University of Genoa (IT)
- Sapienza University of Rome (IT)
Publication Details
- Journal
- Minerva Urology and Nephrology
- Published
- 2024-12-03
- DOI
- https://doi.org/10.23736/s2724-6051.24.05876-2
- Citations
- 11
- Primary Topic
- Bladder and Urothelial Cancer Treatments
- Type
- article
- Field-Weighted Citation Impact
- 6.30